Triple
T4390164
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | hierarchy of needs |
E99342
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | human needs model |
C324
|
CONCEPT FINISHED |
How this triple was built (1 step)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: human needs model Context triple: [hierarchy of needs, instanceOf, human needs model]
-
A.
theoretical model
chosen
A theoretical model is an abstract, simplified representation of a system or phenomenon used to explain, predict, or understand its behavior based on underlying principles and assumptions.
-
B.
human
A human is a highly intelligent, social, and self-aware primate species capable of complex language, abstract reasoning, and cultural development.
-
C.
welfare state model
A welfare state model is a conceptual framework describing how a government organizes and delivers social protection, public services, and income redistribution to promote citizens’ well-being and reduce inequality.
-
D.
well-being index
A well-being index is a composite measure that quantifies the overall quality of life and health of individuals or populations by aggregating indicators such as physical health, mental health, economic stability, and social factors.
-
E.
socio-economic theory
Socio-economic theory is a conceptual framework that analyzes how economic activity, social structures, and power relations interact to shape the distribution of resources, opportunities, and outcomes in society.
- F. None of above.
Provenance (1 batch)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69b3454f739481909ff6c28331f0c0b9 |
completed | March 12, 2026, 10:59 p.m. |
Created at: March 12, 2026, 11:19 p.m.